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       " (datetime.date(2019, 1, 4), 12.0, 14662.44),\n",
       " (datetime.date(2019, 1, 11), 23.63, 14686.06),\n",
       " (datetime.date(2019, 1, 18), 25.26, 14711.33),\n",
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       " (datetime.date(2019, 2, 15), 20.66, 14775.87),\n",
       " (datetime.date(2019, 2, 22), 31.61, 14807.48)]"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import datetime\n",
    "import time\n",
    "import requests\n",
    "from bs4 import BeautifulSoup\n",
    "day = datetime.date(year=2019, month=3, day=8)\n",
    "url = 'http://www.chinaclear.cn/cms-search/view.action?action=china'\n",
    "accounts = []\n",
    "for i in range(200):\n",
    "    print(i)\n",
    "    time.sleep(0.15)\n",
    "    day -= datetime.timedelta(weeks=1)\n",
    "    day_str = day.strftime('%Y.%m.%d')\n",
    "    data = {\n",
    "        'dateStr': day_str\n",
    "    }\n",
    "    text = requests.post(url, data, headers={'user-agent':'BDSpider'}).text\n",
    "#     print(text)\n",
    "    if '没有找到相关信息' in text:\n",
    "        continue\n",
    "    soup = BeautifulSoup(text, 'lxml')\n",
    "    acc_new = soup.find(class_='Stock2').find_all('td')\n",
    "    acc = (day, float(acc_new[4].text), float(acc_new[10].text.replace(',','')))\n",
    "    accounts.append(acc)\n",
    "#     print(acc)\n",
    "accounts.reverse()\n",
    "accounts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ERROR: no price in 2015-09-04\n",
      "ERROR: no price in 2015-09-05\n",
      "ERROR: no price in 2015-09-06\n",
      "ERROR: no price in 2015-10-02\n",
      "ERROR: no price in 2015-10-03\n",
      "ERROR: no price in 2015-10-04\n",
      "ERROR: no price in 2015-10-05\n",
      "ERROR: no price in 2015-10-06\n",
      "ERROR: no price in 2015-10-07\n",
      "ERROR: no price in 2016-01-01\n",
      "ERROR: no price in 2016-01-02\n",
      "ERROR: no price in 2016-01-03\n",
      "ERROR: no price in 2016-06-10\n",
      "ERROR: no price in 2016-06-11\n",
      "ERROR: no price in 2016-06-12\n",
      "ERROR: no price in 2016-09-16\n",
      "ERROR: no price in 2016-09-17\n",
      "ERROR: no price in 2016-09-18\n",
      "ERROR: no price in 2017-01-27\n",
      "ERROR: no price in 2017-01-28\n",
      "ERROR: no price in 2017-01-29\n",
      "ERROR: no price in 2017-01-30\n",
      "ERROR: no price in 2017-01-31\n",
      "ERROR: no price in 2017-02-01\n",
      "ERROR: no price in 2017-02-02\n",
      "ERROR: no price in 2018-02-16\n",
      "ERROR: no price in 2018-02-17\n",
      "ERROR: no price in 2018-02-18\n",
      "ERROR: no price in 2018-02-19\n",
      "ERROR: no price in 2018-02-20\n",
      "ERROR: no price in 2018-02-21\n",
      "ERROR: no price in 2018-04-06\n",
      "ERROR: no price in 2018-04-07\n",
      "ERROR: no price in 2018-04-08\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x119ad0828>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas\n",
    "import matplotlib.pyplot as plt\n",
    "import tushare as ts\n",
    "\n",
    "df = pandas.DataFrame(accounts)\n",
    "# print(df)\n",
    "# draw\n",
    "date = list(df[0])\n",
    "\n",
    "# print(date)\n",
    "fig, left_axis = plt.subplots()\n",
    "fig.set_size_inches(32, 10)\n",
    "right_axis = left_axis.twinx()\n",
    "right_axis2 = left_axis.twinx()\n",
    "\n",
    "p1 = left_axis.bar(date, df[1], width=5)\n",
    "\n",
    "df2 = ts.get_k_data('sh', start='2015-05-01')\n",
    "date.append(datetime.date(year=2019,month=3,day=1))\n",
    "date.append(datetime.date(year=2019,month=3,day=8))\n",
    "price = []\n",
    "change = []\n",
    "last = []\n",
    "c = 0\n",
    "for day in date:\n",
    "    while True:\n",
    "        try:\n",
    "            p = float(df2.loc[df2.date==day.strftime('%Y-%m-%d')]['close'])\n",
    "#             print(p)\n",
    "            price.append(p)\n",
    "            if len(last) == 4:\n",
    "                avg = sum(last)/4\n",
    "                c = p/avg - 1\n",
    "                last.pop(0)\n",
    "            last.append(p)\n",
    "            change.append(c)\n",
    "            break\n",
    "        except:\n",
    "            print('ERROR: no price in', day)\n",
    "            day += datetime.timedelta(days=1)\n",
    "p2 = right_axis.plot(date, price, color='r')\n",
    "p3 = right_axis2.plot(date, change, color='g')\n",
    "p4 = right_axis2.plot(date, [0]*196, color='g', ls='--')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.5.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
